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advanced-scala

The official repository for the Rock the JVM Advanced Scala course

ciencia-de-dados

Esse repositório contém notebooks em Python relacionados ao curso de Ciência de Dados.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

coursera-machine-learning-stanford

Machine learning-Stanford University

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

fluent-python

Jupyter Notebooks with Fluent Python examples

fonts

fpinscala

Code, exercises, answers, and hints to go along with the book "Functional Programming in Scala"

francisco-ciencia-de-dados

Esse repositório contém notebooks em Python relacionados ao curso de Ciência de Dados.

git_configuration

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handson-ml3_2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

knausj_talon

Config for talon for Mac, Windows and Linux. Very much in progress.

learn-python3

Jupyter notebooks for teaching/learning Python 3

machine-learning-a-z-udemy

All the codes in Python and R for the course Machine Learning A-Z on Udemy

machine_learning_examples

A collection of machine learning examples and tutorials.

mathematics-for-machine-learning-cousera

quizzes/assignments for mathematics for machine learning specialization on coursera

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

mit_ocw_linear_algebra_18_06

IPython notebooks on Gilbert Strang's MIT course on linear algebra (18.06)

ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

numpy-100

100 numpy exercises (with solutions)

pandas_exercises

Practice your pandas skills!

pg2dm-python

practical-statistics-for-data-scientists

Code repository for O'Reilly book

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

progfun-wiki

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media